Overview

Dataset statistics

Number of variables29
Number of observations1040
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory235.8 KiB
Average record size in memory232.1 B

Variable types

NUM28
BOOL1

Warnings

3 is highly correlated with 1 and 2 other fieldsHigh correlation
1 is highly correlated with 3 and 2 other fieldsHigh correlation
4 is highly correlated with 1 and 2 other fieldsHigh correlation
5 is highly correlated with 1 and 2 other fieldsHigh correlation
7 is highly correlated with 6High correlation
6 is highly correlated with 7High correlation
11 is highly correlated with 8High correlation
8 is highly correlated with 11High correlation
13 is highly correlated with 12High correlation
12 is highly correlated with 13 and 1 other fieldsHigh correlation
14 is highly correlated with 12High correlation
16 is highly correlated with 15 and 1 other fieldsHigh correlation
15 is highly correlated with 16High correlation
21 is highly correlated with 20High correlation
20 is highly correlated with 21High correlation
22 is highly correlated with 16High correlation
22 has unique values Unique
24 has 119 (11.4%) zeros Zeros
25 has 446 (42.9%) zeros Zeros
26 has 446 (42.9%) zeros Zeros

Reproduction

Analysis started2020-10-09 06:52:35.219151
Analysis finished2020-10-09 06:54:17.336515
Duration1 minute and 42.12 seconds
Software versionpandas-profiling v2.9.0
Download configurationconfig.yaml

Variables

0
Real number (ℝ≥0)

Distinct40
Distinct (%)3.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean20.5
Minimum1
Maximum40
Zeros0
Zeros (%)0.0%
Memory size8.2 KiB
2020-10-09T17:54:17.435546image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/

Quantile statistics

Minimum1
5-th percentile2.95
Q110.75
median20.5
Q330.25
95-th percentile38.05
Maximum40
Range39
Interquartile range (IQR)19.5

Descriptive statistics

Standard deviation11.5489501
Coefficient of variation (CV)0.5633634193
Kurtosis-1.20150595
Mean20.5
Median Absolute Deviation (MAD)10
Skewness0
Sum21320
Variance133.3782483
MonotocityIncreasing
2020-10-09T17:54:17.560554image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
Histogram with fixed size bins (bins=40)
ValueCountFrequency (%) 
40262.5%
 
39262.5%
 
18262.5%
 
17262.5%
 
16262.5%
 
15262.5%
 
14262.5%
 
13262.5%
 
12262.5%
 
11262.5%
 
10262.5%
 
9262.5%
 
8262.5%
 
7262.5%
 
6262.5%
 
5262.5%
 
4262.5%
 
3262.5%
 
2262.5%
 
19262.5%
 
20262.5%
 
21262.5%
 
31262.5%
 
38262.5%
 
37262.5%
 
Other values (15)39037.5%
 
ValueCountFrequency (%) 
1262.5%
 
2262.5%
 
3262.5%
 
4262.5%
 
5262.5%
 
6262.5%
 
7262.5%
 
8262.5%
 
9262.5%
 
10262.5%
 
ValueCountFrequency (%) 
40262.5%
 
39262.5%
 
38262.5%
 
37262.5%
 
36262.5%
 
35262.5%
 
34262.5%
 
33262.5%
 
32262.5%
 
31262.5%
 

1
Real number (ℝ≥0)

HIGH CORRELATION

Distinct944
Distinct (%)90.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean2.679522692
Minimum0.19
Maximum14.376
Zeros0
Zeros (%)0.0%
Memory size8.2 KiB
2020-10-09T17:54:17.691516image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/

Quantile statistics

Minimum0.19
5-th percentile0.5453
Q11.5075
median2.396
Q33.4115
95-th percentile5.70265
Maximum14.376
Range14.186
Interquartile range (IQR)1.904

Descriptive statistics

Standard deviation1.765052535
Coefficient of variation (CV)0.65871901
Kurtosis7.864554888
Mean2.679522692
Median Absolute Deviation (MAD)0.9375
Skewness2.090835566
Sum2786.7036
Variance3.115410452
MonotocityNot monotonic
2020-10-09T17:54:17.813553image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
1.70730.3%
 
1.34430.3%
 
2.91630.3%
 
2.48930.3%
 
3.01730.3%
 
3.5630.3%
 
2.87620.2%
 
2.78320.2%
 
3.41620.2%
 
1.06920.2%
 
3.40520.2%
 
1.92120.2%
 
2.46120.2%
 
2.94520.2%
 
3.0920.2%
 
1.72820.2%
 
2.93120.2%
 
1.03520.2%
 
1.78320.2%
 
3.6520.2%
 
1.25520.2%
 
1.90920.2%
 
2.55520.2%
 
2.42520.2%
 
1.0120.2%
 
Other values (919)98494.6%
 
ValueCountFrequency (%) 
0.1910.1%
 
0.19510.1%
 
0.20810.1%
 
0.20910.1%
 
0.25310.1%
 
0.25810.1%
 
0.26510.1%
 
0.28110.1%
 
0.28710.1%
 
0.28910.1%
 
ValueCountFrequency (%) 
14.37610.1%
 
13.50310.1%
 
13.33810.1%
 
12.27810.1%
 
12.17210.1%
 
11.79210.1%
 
10.43910.1%
 
10.2810.1%
 
10.07510.1%
 
9.86110.1%
 

2
Real number (ℝ≥0)

Distinct1037
Distinct (%)99.7%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.000170397976
Minimum6.495e-06
Maximum0.000776606
Zeros0
Zeros (%)0.0%
Memory size8.2 KiB
2020-10-09T17:54:17.947553image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/

Quantile statistics

Minimum6.495e-06
5-th percentile3.250365e-05
Q19.4926e-05
median0.000151373
Q30.000229327
95-th percentile0.000352726
Maximum0.000776606
Range0.000770111
Interquartile range (IQR)0.000134401

Descriptive statistics

Standard deviation0.0001064542307
Coefficient of variation (CV)0.6247388217
Kurtosis2.676384344
Mean0.000170397976
Median Absolute Deviation (MAD)6.5412e-05
Skewness1.219954081
Sum0.177213895
Variance1.133250324e-08
MonotocityNot monotonic
2020-10-09T17:54:18.084552image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
0.00016181120.2%
 
0.00015305620.2%
 
0.00023064420.2%
 
0.00019863910.1%
 
0.0001811510.1%
 
6.1882e-0510.1%
 
0.00015925510.1%
 
0.00010908910.1%
 
0.00026756110.1%
 
0.000232610.1%
 
0.00013170210.1%
 
7.2907e-0510.1%
 
9.156e-0510.1%
 
0.00028506110.1%
 
0.00019549410.1%
 
0.00012726210.1%
 
0.00034109910.1%
 
0.00026695610.1%
 
0.00025560110.1%
 
0.00019410110.1%
 
2.0331e-0510.1%
 
0.00017607710.1%
 
7.1478e-0510.1%
 
0.00012040210.1%
 
0.00026689610.1%
 
Other values (1012)101297.3%
 
ValueCountFrequency (%) 
6.495e-0610.1%
 
7.735e-0610.1%
 
9.235e-0610.1%
 
9.967e-0610.1%
 
1.0797e-0510.1%
 
1.1132e-0510.1%
 
1.2204e-0510.1%
 
1.2654e-0510.1%
 
1.3465e-0510.1%
 
1.3491e-0510.1%
 
ValueCountFrequency (%) 
0.00077660610.1%
 
0.00071276110.1%
 
0.0006891110.1%
 
0.00061447710.1%
 
0.00059536610.1%
 
0.00057779610.1%
 
0.00055983310.1%
 
0.00054304510.1%
 
0.00052046410.1%
 
0.00051199410.1%
 

3
Real number (ℝ≥0)

HIGH CORRELATION

Distinct839
Distinct (%)80.7%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1.247052846
Minimum0.062
Maximum8.016
Zeros0
Zeros (%)0.0%
Memory size8.2 KiB
2020-10-09T17:54:18.225558image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/

Quantile statistics

Minimum0.062
5-th percentile0.229
Q10.617
median1.0355
Q31.6025
95-th percentile2.83275
Maximum8.016
Range7.954
Interquartile range (IQR)0.9855

Descriptive statistics

Standard deviation0.979462029
Coefficient of variation (CV)0.7854214294
Kurtosis11.03767735
Mean1.247052846
Median Absolute Deviation (MAD)0.471
Skewness2.608827909
Sum1296.93496
Variance0.9593458663
MonotocityNot monotonic
2020-10-09T17:54:18.351552image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
0.65150.5%
 
0.63640.4%
 
1.04440.4%
 
0.80740.4%
 
1.2240.4%
 
1.58730.3%
 
1.11730.3%
 
1.78630.3%
 
0.61730.3%
 
0.93730.3%
 
1.80430.3%
 
0.35830.3%
 
0.43730.3%
 
0.95530.3%
 
1.78830.3%
 
1.64830.3%
 
1.62330.3%
 
0.73930.3%
 
1.00430.3%
 
0.27530.3%
 
0.84530.3%
 
0.80230.3%
 
1.28130.3%
 
0.52830.3%
 
0.95130.3%
 
Other values (814)95992.2%
 
ValueCountFrequency (%) 
0.06210.1%
 
0.07310.1%
 
0.08410.1%
 
0.08810.1%
 
0.09210.1%
 
0.09820.2%
 
0.10710.1%
 
0.11810.1%
 
0.12110.1%
 
0.12320.2%
 
ValueCountFrequency (%) 
8.01610.1%
 
7.72910.1%
 
7.64310.1%
 
7.50810.1%
 
7.12310.1%
 
6.12510.1%
 
5.75310.1%
 
5.65110.1%
 
5.57910.1%
 
5.51610.1%
 

4
Real number (ℝ≥0)

HIGH CORRELATION

Distinct874
Distinct (%)84.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1.348327115
Minimum0.081
Maximum13.542
Zeros0
Zeros (%)0.0%
Memory size8.2 KiB
2020-10-09T17:54:18.480552image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/

Quantile statistics

Minimum0.081
5-th percentile0.25875
Q10.66575
median1.1265
Q31.69475
95-th percentile3.02
Maximum13.542
Range13.461
Interquartile range (IQR)1.029

Descriptive statistics

Standard deviation1.138741963
Coefficient of variation (CV)0.8445591205
Kurtosis23.43149416
Mean1.348327115
Median Absolute Deviation (MAD)0.4965
Skewness3.642124142
Sum1402.2602
Variance1.296733258
MonotocityNot monotonic
2020-10-09T17:54:18.616555image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
1.26540.4%
 
0.99940.4%
 
0.69730.3%
 
1.70730.3%
 
1.29630.3%
 
0.33930.3%
 
1.09630.3%
 
0.78830.3%
 
1.80830.3%
 
0.83530.3%
 
1.23430.3%
 
1.69430.3%
 
0.91530.3%
 
1.36730.3%
 
1.21430.3%
 
0.44230.3%
 
0.81530.3%
 
0.84330.3%
 
0.96230.3%
 
0.8830.3%
 
1.37130.3%
 
1.13130.3%
 
1.13620.2%
 
1.62320.2%
 
0.38520.2%
 
Other values (849)96692.9%
 
ValueCountFrequency (%) 
0.08110.1%
 
0.09110.1%
 
0.09710.1%
 
0.10510.1%
 
0.11210.1%
 
0.11610.1%
 
0.12910.1%
 
0.13310.1%
 
0.13510.1%
 
0.13910.1%
 
ValueCountFrequency (%) 
13.54210.1%
 
10.19710.1%
 
9.27210.1%
 
8.20310.1%
 
8.10310.1%
 
7.30810.1%
 
7.20510.1%
 
6.98910.1%
 
6.81410.1%
 
6.22310.1%
 

5
Real number (ℝ≥0)

HIGH CORRELATION

Distinct961
Distinct (%)92.4%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean3.741161385
Minimum0.185
Maximum24.048
Zeros0
Zeros (%)0.0%
Memory size8.2 KiB
2020-10-09T17:54:18.745552image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/

Quantile statistics

Minimum0.185
5-th percentile0.6879
Q11.85175
median3.107
Q34.8085
95-th percentile8.4992
Maximum24.048
Range23.863
Interquartile range (IQR)2.95675

Descriptive statistics

Standard deviation2.938442884
Coefficient of variation (CV)0.7854360136
Kurtosis11.03781878
Mean3.741161385
Median Absolute Deviation (MAD)1.413
Skewness2.608800736
Sum3890.80784
Variance8.634446584
MonotocityNot monotonic
2020-10-09T17:54:18.873552image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
2.42230.3%
 
1.22420.2%
 
1.05920.2%
 
3.14220.2%
 
4.99120.2%
 
2.72620.2%
 
4.26620.2%
 
4.16920.2%
 
4.86920.2%
 
2.77320.2%
 
1.53920.2%
 
4.95220.2%
 
2.99320.2%
 
1.47520.2%
 
2.56920.2%
 
5.35920.2%
 
6.67220.2%
 
3.08420.2%
 
2.19620.2%
 
2.43320.2%
 
2.73520.2%
 
3.65920.2%
 
6.29120.2%
 
2.21620.2%
 
2.22620.2%
 
Other values (936)98995.1%
 
ValueCountFrequency (%) 
0.18510.1%
 
0.21910.1%
 
0.25210.1%
 
0.26510.1%
 
0.27610.1%
 
0.29310.1%
 
0.29510.1%
 
0.32210.1%
 
0.35310.1%
 
0.36210.1%
 
ValueCountFrequency (%) 
24.04810.1%
 
23.18810.1%
 
22.92910.1%
 
22.52510.1%
 
21.3710.1%
 
18.37510.1%
 
17.25910.1%
 
16.95310.1%
 
16.73810.1%
 
16.54710.1%
 

6
Real number (ℝ≥0)

HIGH CORRELATION

Distinct1007
Distinct (%)96.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean12.91839062
Minimum1.185
Maximum41.137
Zeros0
Zeros (%)0.0%
Memory size8.2 KiB
2020-10-09T17:54:19.004552image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/

Quantile statistics

Minimum1.185
5-th percentile5.26175
Q19.3535
median12.3485
Q315.49325
95-th percentile23.35765
Maximum41.137
Range39.952
Interquartile range (IQR)6.13975

Descriptive statistics

Standard deviation5.452203989
Coefficient of variation (CV)0.4220497855
Kurtosis1.996498944
Mean12.91839062
Median Absolute Deviation (MAD)3.069
Skewness0.9798897547
Sum13435.12624
Variance29.72652833
MonotocityNot monotonic
2020-10-09T17:54:19.292553image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
13.7720.2%
 
9.91820.2%
 
12.0820.2%
 
2.17120.2%
 
11.90120.2%
 
12.83320.2%
 
14.43820.2%
 
16.13520.2%
 
6.75620.2%
 
8.51620.2%
 
2.98120.2%
 
7.28320.2%
 
9.32520.2%
 
11.27420.2%
 
13.19820.2%
 
13.81120.2%
 
8.74120.2%
 
16.50920.2%
 
12.40320.2%
 
10.00320.2%
 
7.69220.2%
 
10.920.2%
 
7.94720.2%
 
16.1320.2%
 
12.53920.2%
 
Other values (982)99095.2%
 
ValueCountFrequency (%) 
1.18510.1%
 
1.55510.1%
 
2.17120.2%
 
2.34310.1%
 
2.46810.1%
 
2.47210.1%
 
2.51210.1%
 
2.60310.1%
 
2.7210.1%
 
2.79310.1%
 
ValueCountFrequency (%) 
41.13710.1%
 
39.87410.1%
 
33.88410.1%
 
32.77510.1%
 
32.64410.1%
 
31.48810.1%
 
31.2910.1%
 
31.16510.1%
 
30.40110.1%
 
30.27110.1%
 

7
Real number (ℝ≥0)

HIGH CORRELATION

Distinct723
Distinct (%)69.5%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1.194895231
Minimum0.103
Maximum2.721
Zeros0
Zeros (%)0.0%
Memory size8.2 KiB
2020-10-09T17:54:19.425552image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/

Quantile statistics

Minimum0.103
5-th percentile0.52075
Q10.941
median1.1815
Q31.411
95-th percentile1.94105
Maximum2.721
Range2.618
Interquartile range (IQR)0.47

Descriptive statistics

Standard deviation0.4200707964
Coefficient of variation (CV)0.3515545009
Kurtosis0.718277351
Mean1.194895231
Median Absolute Deviation (MAD)0.234
Skewness0.378364671
Sum1242.69104
Variance0.176459474
MonotocityNot monotonic
2020-10-09T17:54:19.556552image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
1.37450.5%
 
0.98850.5%
 
1.36150.5%
 
1.36350.5%
 
1.3650.5%
 
1.1340.4%
 
1.29640.4%
 
1.24540.4%
 
1.11140.4%
 
1.42540.4%
 
1.05940.4%
 
1.5240.4%
 
1.38740.4%
 
1.54340.4%
 
1.1640.4%
 
0.99140.4%
 
1.34540.4%
 
1.12540.4%
 
0.95530.3%
 
0.93430.3%
 
0.88730.3%
 
1.33330.3%
 
1.43930.3%
 
1.25630.3%
 
1.08730.3%
 
Other values (698)94290.6%
 
ValueCountFrequency (%) 
0.10310.1%
 
0.14210.1%
 
0.22210.1%
 
0.22310.1%
 
0.22910.1%
 
0.23510.1%
 
0.23610.1%
 
0.23910.1%
 
0.24810.1%
 
0.25710.1%
 
ValueCountFrequency (%) 
2.72110.1%
 
2.68910.1%
 
2.6110.1%
 
2.56710.1%
 
2.56310.1%
 
2.52710.1%
 
2.510.1%
 
2.46510.1%
 
2.45310.1%
 
2.44810.1%
 

8
Real number (ℝ≥0)

HIGH CORRELATION

Distinct980
Distinct (%)94.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean5.699600269
Minimum0.496
Maximum25.82
Zeros0
Zeros (%)0.0%
Memory size8.2 KiB
2020-10-09T17:54:19.681552image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/

Quantile statistics

Minimum0.496
5-th percentile2.05775
Q13.703
median5.1345
Q36.942
95-th percentile11.57075
Maximum25.82
Range25.324
Interquartile range (IQR)3.239

Descriptive statistics

Standard deviation3.01518259
Coefficient of variation (CV)0.5290165007
Kurtosis5.243773071
Mean5.699600269
Median Absolute Deviation (MAD)1.5695
Skewness1.694043045
Sum5927.58428
Variance9.091326049
MonotocityNot monotonic
2020-10-09T17:54:19.808553image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
4.16930.3%
 
3.55930.3%
 
5.04130.3%
 
6.2520.2%
 
4.76220.2%
 
3.10220.2%
 
5.05120.2%
 
3.74120.2%
 
3.37920.2%
 
5.13120.2%
 
5.23920.2%
 
3.90620.2%
 
4.55720.2%
 
4.55620.2%
 
6.17520.2%
 
4.62120.2%
 
4.03920.2%
 
4.55320.2%
 
4.98720.2%
 
4.54820.2%
 
3.58820.2%
 
3.03120.2%
 
4.63620.2%
 
3.41120.2%
 
4.26620.2%
 
Other values (955)98794.9%
 
ValueCountFrequency (%) 
0.49610.1%
 
0.56510.1%
 
0.76210.1%
 
0.91510.1%
 
1.07910.1%
 
1.08910.1%
 
1.16410.1%
 
1.18310.1%
 
1.18810.1%
 
1.20410.1%
 
ValueCountFrequency (%) 
25.8210.1%
 
24.31710.1%
 
21.31210.1%
 
18.77210.1%
 
18.50710.1%
 
18.0810.1%
 
17.83910.1%
 
16.87510.1%
 
16.64110.1%
 
16.54610.1%
 

9
Real number (ℝ≥0)

Distinct980
Distinct (%)94.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean7.98355191
Minimum0.708
Maximum72.86
Zeros0
Zeros (%)0.0%
Memory size8.2 KiB
2020-10-09T17:54:19.934548image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/

Quantile statistics

Minimum0.708
5-th percentile2.702
Q15.16025
median7.0505
Q39.55893
95-th percentile16.38095
Maximum72.86
Range72.152
Interquartile range (IQR)4.39868

Descriptive statistics

Standard deviation4.84089195
Coefficient of variation (CV)0.606358173
Kurtosis35.81342151
Mean7.98355191
Median Absolute Deviation (MAD)2.1225
Skewness3.842355448
Sum8302.893986
Variance23.43423487
MonotocityNot monotonic
2020-10-09T17:54:20.064552image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
18.5137058890.9%
 
13.6825263270.7%
 
13.56250.5%
 
19.6577272740.4%
 
5.24220.2%
 
6.18320.2%
 
5.73320.2%
 
5.7420.2%
 
6.41420.2%
 
5.69620.2%
 
9.6820.2%
 
11.77720.2%
 
13.72520.2%
 
8.7420.2%
 
7.38720.2%
 
5.37320.2%
 
5.51620.2%
 
5.67620.2%
 
4.72320.2%
 
6.62320.2%
 
8.79920.2%
 
9.22420.2%
 
5.61620.2%
 
6.20320.2%
 
7.88220.2%
 
Other values (955)97393.6%
 
ValueCountFrequency (%) 
0.70810.1%
 
0.92710.1%
 
1.02510.1%
 
1.11110.1%
 
1.28110.1%
 
1.32310.1%
 
1.39310.1%
 
1.49210.1%
 
1.50810.1%
 
1.5210.1%
 
ValueCountFrequency (%) 
72.8610.1%
 
40.34210.1%
 
40.25110.1%
 
31.7510.1%
 
30.71210.1%
 
29.08710.1%
 
27.53210.1%
 
24.90210.1%
 
24.14110.1%
 
24.10110.1%
 

10
Real number (ℝ≥0)

Distinct944
Distinct (%)90.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean12.21534547
Minimum0.517
Maximum44.764
Zeros0
Zeros (%)0.0%
Memory size8.2 KiB
2020-10-09T17:54:20.198556image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/

Quantile statistics

Minimum0.517
5-th percentile3.8774
Q18.0795
median11.41865909
Q315.306125
95-th percentile21.9746
Maximum44.764
Range44.247
Interquartile range (IQR)7.226625

Descriptive statistics

Standard deviation6.016260924
Coefficient of variation (CV)0.4925166414
Kurtosis2.960480133
Mean12.21534547
Median Absolute Deviation (MAD)3.50615909
Skewness1.173831409
Sum12703.95929
Variance36.1953955
MonotocityNot monotonic
2020-10-09T17:54:20.321552image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
17.39188889171.6%
 
21.68090909151.4%
 
13.57408333141.3%
 
13.57464286121.2%
 
18.9092105370.7%
 
11.6445238150.5%
 
11.3923181840.4%
 
13.2661363640.4%
 
15.49140.4%
 
9.74130.3%
 
11.7224782630.3%
 
9.46620.2%
 
11.09720.2%
 
15.30612520.2%
 
11.2977916720.2%
 
13.79420.2%
 
8.84320.2%
 
13.41320.2%
 
16.52820.2%
 
9.94820.2%
 
12.47220.2%
 
10.01820.2%
 
9.46120.2%
 
10.60120.2%
 
9.93920.2%
 
Other values (919)92488.8%
 
ValueCountFrequency (%) 
0.51710.1%
 
0.82710.1%
 
0.98210.1%
 
1.25210.1%
 
1.28210.1%
 
1.5110.1%
 
1.67310.1%
 
1.80110.1%
 
1.8510.1%
 
1.8910.1%
 
ValueCountFrequency (%) 
44.76410.1%
 
42.00310.1%
 
41.2810.1%
 
39.84510.1%
 
38.28310.1%
 
36.22410.1%
 
35.42810.1%
 
35.36710.1%
 
33.55110.1%
 
33.4610.1%
 

11
Real number (ℝ≥0)

HIGH CORRELATION

Distinct1018
Distinct (%)97.9%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean17.09883896
Minimum1.488
Maximum77.459
Zeros0
Zeros (%)0.0%
Memory size8.2 KiB
2020-10-09T17:54:20.450516image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/

Quantile statistics

Minimum1.488
5-th percentile6.1742
Q111.1095
median15.403
Q320.826
95-th percentile34.7113
Maximum77.459
Range75.971
Interquartile range (IQR)9.7165

Descriptive statistics

Standard deviation9.045537155
Coefficient of variation (CV)0.5290146995
Kurtosis5.243478106
Mean17.09883896
Median Absolute Deviation (MAD)4.7095
Skewness1.693998969
Sum17782.79252
Variance81.82174242
MonotocityNot monotonic
2020-10-09T17:54:20.576552image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
14.28720.2%
 
10.23320.2%
 
13.64420.2%
 
14.73220.2%
 
17.2620.2%
 
12.11620.2%
 
10.13820.2%
 
11.18820.2%
 
14.05820.2%
 
18.52520.2%
 
6.78920.2%
 
15.81420.2%
 
11.50320.2%
 
15.12320.2%
 
10.54420.2%
 
18.74920.2%
 
13.88520.2%
 
12.50620.2%
 
10.67720.2%
 
15.71820.2%
 
11.22420.2%
 
16.04720.2%
 
21.7210.1%
 
32.9410.1%
 
18.97110.1%
 
Other values (993)99395.5%
 
ValueCountFrequency (%) 
1.48810.1%
 
1.69610.1%
 
2.28510.1%
 
2.74610.1%
 
3.23610.1%
 
3.26810.1%
 
3.49110.1%
 
3.54810.1%
 
3.56410.1%
 
3.61110.1%
 
ValueCountFrequency (%) 
77.45910.1%
 
72.9510.1%
 
63.93510.1%
 
56.31510.1%
 
55.52210.1%
 
54.2410.1%
 
53.51810.1%
 
50.62610.1%
 
49.92210.1%
 
49.63710.1%
 

12
Real number (ℝ≥0)

HIGH CORRELATION

Distinct1039
Distinct (%)99.9%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.84601339
Minimum0.539566
Maximum0.997904
Zeros0
Zeros (%)0.0%
Memory size8.2 KiB
2020-10-09T17:54:20.705552image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/

Quantile statistics

Minimum0.539566
5-th percentile0.67737785
Q10.80302625
median0.8568995
Q30.904218
95-th percentile0.97096895
Maximum0.997904
Range0.458338
Interquartile range (IQR)0.10119175

Descriptive statistics

Standard deviation0.08570899561
Coefficient of variation (CV)0.101309266
Kurtosis0.9350443323
Mean0.84601339
Median Absolute Deviation (MAD)0.050247
Skewness-0.8571643865
Sum879.8539256
Variance0.007346031928
MonotocityNot monotonic
2020-10-09T17:54:20.832552image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
0.85930420.2%
 
0.81641710.1%
 
0.82848410.1%
 
0.58117310.1%
 
0.97243110.1%
 
0.85689210.1%
 
0.70130410.1%
 
0.85420210.1%
 
0.83259410.1%
 
0.72491410.1%
 
0.86496210.1%
 
0.98425310.1%
 
0.75597610.1%
 
0.85206510.1%
 
0.77385510.1%
 
0.88960410.1%
 
0.81602310.1%
 
0.86196410.1%
 
0.90901710.1%
 
0.95532710.1%
 
0.78057110.1%
 
0.88626510.1%
 
0.82441410.1%
 
0.84320210.1%
 
0.97274410.1%
 
Other values (1014)101497.5%
 
ValueCountFrequency (%) 
0.53956610.1%
 
0.54389410.1%
 
0.54429810.1%
 
0.54688510.1%
 
0.56354810.1%
 
0.56449210.1%
 
0.56899610.1%
 
0.58117310.1%
 
0.58242910.1%
 
0.58281510.1%
 
ValueCountFrequency (%) 
0.99790410.1%
 
0.99553910.1%
 
0.99540810.1%
 
0.99466610.1%
 
0.9945210.1%
 
0.99378110.1%
 
0.99360410.1%
 
0.9934910.1%
 
0.99214210.1%
 
0.98839910.1%
 

13
Real number (ℝ≥0)

HIGH CORRELATION

Distinct1035
Distinct (%)99.5%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.2313785685
Minimum0.002106
Maximum0.869277
Zeros0
Zeros (%)0.0%
Memory size8.2 KiB
2020-10-09T17:54:21.134102image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/

Quantile statistics

Minimum0.002106
5-th percentile0.03318455
Q10.12689025
median0.206196
Q30.297583
95-th percentile0.54161045
Maximum0.869277
Range0.867171
Interquartile range (IQR)0.17069275

Descriptive statistics

Standard deviation0.1512830196
Coefficient of variation (CV)0.6538333287
Kurtosis1.966692026
Mean0.2313785685
Median Absolute Deviation (MAD)0.0857355
Skewness1.225493919
Sum240.6337112
Variance0.02288655203
MonotocityNot monotonic
2020-10-09T17:54:21.271143image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
0.21590220.2%
 
0.2488820.2%
 
0.13263220.2%
 
0.06675820.2%
 
0.23941720.2%
 
0.28516710.1%
 
0.11722910.1%
 
0.29530810.1%
 
0.21684210.1%
 
0.25256510.1%
 
0.1535910.1%
 
0.22836310.1%
 
0.12276610.1%
 
0.09293910.1%
 
0.3169610.1%
 
0.16095510.1%
 
0.14182210.1%
 
0.33120710.1%
 
0.19695710.1%
 
0.21522910.1%
 
0.21191310.1%
 
0.1061410.1%
 
0.04342810.1%
 
0.19237810.1%
 
0.10590310.1%
 
Other values (1010)101097.1%
 
ValueCountFrequency (%) 
0.00210610.1%
 
0.0046410.1%
 
0.0047410.1%
 
0.00537610.1%
 
0.00665610.1%
 
0.00665910.1%
 
0.00704310.1%
 
0.00854210.1%
 
0.01024310.1%
 
0.01184810.1%
 
ValueCountFrequency (%) 
0.86927710.1%
 
0.85585510.1%
 
0.84347710.1%
 
0.83339510.1%
 
0.7955110.1%
 
0.78294110.1%
 
0.77070910.1%
 
0.76578710.1%
 
0.75962310.1%
 
0.74756510.1%
 

14
Real number (ℝ≥0)

HIGH CORRELATION

Distinct993
Distinct (%)95.5%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean9.999541692
Minimum0.695
Maximum28.418
Zeros0
Zeros (%)0.0%
Memory size8.2 KiB
2020-10-09T17:54:21.412102image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/

Quantile statistics

Minimum0.695
5-th percentile3.4478
Q17.51025
median9.638
Q312.08725
95-th percentile18.0511
Maximum28.418
Range27.723
Interquartile range (IQR)4.577

Descriptive statistics

Standard deviation4.29130402
Coefficient of variation (CV)0.4291500703
Kurtosis2.070206163
Mean9.999541692
Median Absolute Deviation (MAD)2.254
Skewness0.9185556738
Sum10399.52336
Variance18.4152902
MonotocityNot monotonic
2020-10-09T17:54:21.545138image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
9.05930.3%
 
10.52630.3%
 
12.430.3%
 
8.94130.3%
 
8.44520.2%
 
9.07620.2%
 
12.38520.2%
 
11.23220.2%
 
10.65120.2%
 
9.22820.2%
 
12.65720.2%
 
10.8220.2%
 
7.99320.2%
 
9.44720.2%
 
10.74720.2%
 
11.26720.2%
 
9.55420.2%
 
5.920.2%
 
17.06220.2%
 
12.65120.2%
 
8.41720.2%
 
8.23520.2%
 
8.36720.2%
 
11.47620.2%
 
12.5920.2%
 
Other values (968)98694.8%
 
ValueCountFrequency (%) 
0.69510.1%
 
0.77410.1%
 
0.77510.1%
 
0.8210.1%
 
1.13310.1%
 
1.13410.1%
 
1.21910.1%
 
1.46410.1%
 
1.49810.1%
 
1.50310.1%
 
ValueCountFrequency (%) 
28.41810.1%
 
26.91110.1%
 
26.44610.1%
 
26.2210.1%
 
26.15310.1%
 
26.00710.1%
 
25.97910.1%
 
25.96310.1%
 
25.86210.1%
 
25.72210.1%
 

15
Real number (ℝ≥0)

HIGH CORRELATION

Distinct1038
Distinct (%)99.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean163.3682856
Minimum81.46
Maximum468.618
Zeros0
Zeros (%)0.0%
Memory size8.2 KiB
2020-10-09T17:54:21.683100image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/

Quantile statistics

Minimum81.46
5-th percentile99.9477
Q1124.07575
median150.636
Q3192.47675
95-th percentile249.04805
Maximum468.618
Range387.158
Interquartile range (IQR)68.401

Descriptive statistics

Standard deviation56.02167794
Coefficient of variation (CV)0.3429164831
Kurtosis6.693518819
Mean163.3682856
Median Absolute Deviation (MAD)32.9025
Skewness1.932568189
Sum169903.017
Variance3138.428399
MonotocityNot monotonic
2020-10-09T17:54:21.813100image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
100.80620.2%
 
127.64120.2%
 
322.54310.1%
 
180.2410.1%
 
145.16710.1%
 
235.73510.1%
 
111.31310.1%
 
109.02810.1%
 
200.52310.1%
 
232.35610.1%
 
176.05610.1%
 
151.61110.1%
 
113.27610.1%
 
129.81510.1%
 
141.38910.1%
 
129.72710.1%
 
190.07110.1%
 
97.1310.1%
 
165.11610.1%
 
126.17910.1%
 
148.88310.1%
 
123.52810.1%
 
211.74710.1%
 
212.00210.1%
 
119.72210.1%
 
Other values (1013)101397.4%
 
ValueCountFrequency (%) 
81.4610.1%
 
83.08510.1%
 
85.32210.1%
 
85.6510.1%
 
85.85710.1%
 
89.80710.1%
 
89.8510.1%
 
89.95110.1%
 
90.51910.1%
 
90.69210.1%
 
ValueCountFrequency (%) 
468.61810.1%
 
467.96310.1%
 
466.99910.1%
 
466.64710.1%
 
454.08810.1%
 
446.38110.1%
 
429.97210.1%
 
429.84510.1%
 
428.93310.1%
 
428.63710.1%
 

16
Real number (ℝ≥0)

HIGH CORRELATION

Distinct1037
Distinct (%)99.7%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean168.7276206
Minimum82.363
Maximum470.456
Zeros0
Zeros (%)0.0%
Memory size8.2 KiB
2020-10-09T17:54:21.959106image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/

Quantile statistics

Minimum82.363
5-th percentile102.7108
Q1126.59475
median154.7325
Q3201.2205
95-th percentile261.0369
Maximum470.456
Range388.093
Interquartile range (IQR)74.62575

Descriptive statistics

Standard deviation55.9699128
Coefficient of variation (CV)0.3317175493
Kurtosis3.608267657
Mean168.7276206
Median Absolute Deviation (MAD)33.741
Skewness1.42881188
Sum175476.7254
Variance3132.631139
MonotocityNot monotonic
2020-10-09T17:54:22.113138image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
201.12220.2%
 
149.68220.2%
 
108.6220.2%
 
142.54310.1%
 
222.12110.1%
 
210.31510.1%
 
184.88910.1%
 
163.93310.1%
 
168.18510.1%
 
127.63810.1%
 
140.74610.1%
 
153.110.1%
 
251.410.1%
 
164.89610.1%
 
153.99410.1%
 
154.44110.1%
 
170.61110.1%
 
104.1210.1%
 
129.79610.1%
 
166.69610.1%
 
190.59510.1%
 
225.72410.1%
 
185.27510.1%
 
206.2610.1%
 
144.60510.1%
 
Other values (1012)101297.3%
 
ValueCountFrequency (%) 
82.36310.1%
 
83.41810.1%
 
85.56710.1%
 
87.36310.1%
 
87.74910.1%
 
87.98510.1%
 
88.27210.1%
 
90.6110.1%
 
91.24510.1%
 
93.24810.1%
 
ValueCountFrequency (%) 
470.45610.1%
 
447.29810.1%
 
444.35510.1%
 
440.33410.1%
 
439.9810.1%
 
425.76110.1%
 
418.59610.1%
 
388.17810.1%
 
385.16710.1%
 
368.74510.1%
 

17
Real number (ℝ≥0)

Distinct1029
Distinct (%)98.9%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean27.54762931
Minimum0.533
Maximum293.877
Zeros0
Zeros (%)0.0%
Memory size8.2 KiB
2020-10-09T17:54:22.241138image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/

Quantile statistics

Minimum0.533
5-th percentile2.97195
Q17.2955
median12.7735
Q327.553
95-th percentile116.09875
Maximum293.877
Range293.344
Interquartile range (IQR)20.2575

Descriptive statistics

Standard deviation36.67262401
Coefficient of variation (CV)1.331244282
Kurtosis6.855614975
Mean27.54762931
Median Absolute Deviation (MAD)7.3395
Skewness2.472974216
Sum28649.53448
Variance1344.881351
MonotocityNot monotonic
2020-10-09T17:54:22.362142image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
5.86520.2%
 
33.3120.2%
 
4.82320.2%
 
6.93420.2%
 
7.78820.2%
 
4.00320.2%
 
7.85620.2%
 
8.02820.2%
 
9.18120.2%
 
0.8920.2%
 
10.12820.2%
 
10.00210.1%
 
9.53610.1%
 
20.74310.1%
 
105.4810.1%
 
3.64110.1%
 
32.6610.1%
 
33.31510.1%
 
12.38610.1%
 
29.46810.1%
 
30.75510.1%
 
1.31610.1%
 
2.62610.1%
 
9.18410.1%
 
4.15810.1%
 
Other values (1004)100496.5%
 
ValueCountFrequency (%) 
0.53310.1%
 
0.62610.1%
 
0.63110.1%
 
0.8920.2%
 
0.95310.1%
 
1.08310.1%
 
1.09610.1%
 
1.25510.1%
 
1.27610.1%
 
1.31610.1%
 
ValueCountFrequency (%) 
293.87710.1%
 
235.22410.1%
 
190.75310.1%
 
188.46410.1%
 
175.37610.1%
 
174.58210.1%
 
166.44810.1%
 
162.39610.1%
 
160.62210.1%
 
158.55210.1%
 

18
Real number (ℝ≥0)

Distinct1037
Distinct (%)99.7%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean134.5381008
Minimum67.957
Maximum452.083
Zeros0
Zeros (%)0.0%
Memory size8.2 KiB
2020-10-09T17:54:22.491138image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/

Quantile statistics

Minimum67.957
5-th percentile79.86435
Q1100.85225
median127.277
Q3159.66475
95-th percentile210.858
Maximum452.083
Range384.126
Interquartile range (IQR)58.8125

Descriptive statistics

Standard deviation47.05805827
Coefficient of variation (CV)0.3497749559
Kurtosis9.34135773
Mean134.5381008
Median Absolute Deviation (MAD)28.3155
Skewness2.145475474
Sum139919.6248
Variance2214.460848
MonotocityNot monotonic
2020-10-09T17:54:22.615138image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
129.82520.2%
 
118.56420.2%
 
75.45820.2%
 
157.95110.1%
 
108.17810.1%
 
150.14610.1%
 
133.79810.1%
 
93.22310.1%
 
169.7410.1%
 
144.6210.1%
 
150.61110.1%
 
132.51910.1%
 
180.81510.1%
 
94.05210.1%
 
209.72710.1%
 
229.68510.1%
 
114.71610.1%
 
104.41410.1%
 
122.99910.1%
 
117.87710.1%
 
100.86810.1%
 
91.27810.1%
 
79.77810.1%
 
148.00210.1%
 
124.97210.1%
 
Other values (1012)101297.3%
 
ValueCountFrequency (%) 
67.95710.1%
 
70.50210.1%
 
71.16610.1%
 
71.59110.1%
 
74.40610.1%
 
74.7610.1%
 
74.79810.1%
 
74.84110.1%
 
74.88210.1%
 
74.95210.1%
 
ValueCountFrequency (%) 
452.08310.1%
 
440.26210.1%
 
428.15510.1%
 
419.81510.1%
 
417.24910.1%
 
408.52110.1%
 
393.86110.1%
 
378.50210.1%
 
326.55110.1%
 
310.74710.1%
 

19
Real number (ℝ≥0)

Distinct1038
Distinct (%)99.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean234.8759899
Minimum85.541
Maximum597.974
Zeros0
Zeros (%)0.0%
Memory size8.2 KiB
2020-10-09T17:54:22.745138image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/

Quantile statistics

Minimum85.541
5-th percentile112.25365
Q1143.65075
median195.971
Q3263.79825
95-th percentile493.90115
Maximum597.974
Range512.433
Interquartile range (IQR)120.1475

Descriptive statistics

Standard deviation121.5412428
Coefficient of variation (CV)0.5174698481
Kurtosis0.06208343118
Mean234.8759899
Median Absolute Deviation (MAD)56.2665
Skewness1.153446429
Sum244271.0295
Variance14772.2737
MonotocityNot monotonic
2020-10-09T17:54:23.028139image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
136.10220.2%
 
142.98520.2%
 
315.90210.1%
 
155.31510.1%
 
203.07210.1%
 
172.68510.1%
 
136.63810.1%
 
149.110.1%
 
122.4510.1%
 
236.40110.1%
 
238.61110.1%
 
217.78810.1%
 
112.69210.1%
 
101.21810.1%
 
493.98310.1%
 
254.96310.1%
 
130.55210.1%
 
130.2410.1%
 
490.24910.1%
 
322.27810.1%
 
495.39910.1%
 
162.87410.1%
 
483.31110.1%
 
171.56410.1%
 
229.29910.1%
 
Other values (1013)101397.4%
 
ValueCountFrequency (%) 
85.54110.1%
 
87.49810.1%
 
94.91510.1%
 
96.76610.1%
 
97.63910.1%
 
98.75410.1%
 
100.0110.1%
 
100.43910.1%
 
101.21810.1%
 
101.6810.1%
 
ValueCountFrequency (%) 
597.97410.1%
 
526.4110.1%
 
507.00610.1%
 
506.09410.1%
 
504.98810.1%
 
504.6910.1%
 
502.01310.1%
 
501.41410.1%
 
50010.1%
 
499.94210.1%
 

20
Real number (ℝ≥0)

HIGH CORRELATION

Distinct274
Distinct (%)26.3%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean109.7442308
Minimum0
Maximum1490
Zeros1
Zeros (%)0.1%
Memory size8.2 KiB
2020-10-09T17:54:23.153139image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile23
Q142.75
median65
Q3113
95-th percentile324.3
Maximum1490
Range1490
Interquartile range (IQR)70.25

Descriptive statistics

Standard deviation150.0277035
Coefficient of variation (CV)1.367066883
Kurtosis30.51672699
Mean109.7442308
Median Absolute Deviation (MAD)29
Skewness4.824324761
Sum114134
Variance22508.3118
MonotocityNot monotonic
2020-10-09T17:54:23.276141image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
62181.7%
 
43171.6%
 
40171.6%
 
44171.6%
 
50161.5%
 
33151.4%
 
60151.4%
 
32151.4%
 
41151.4%
 
46151.4%
 
48131.2%
 
54131.2%
 
59131.2%
 
56131.2%
 
64131.2%
 
66131.2%
 
42131.2%
 
63121.2%
 
55121.2%
 
38121.2%
 
37121.2%
 
36121.2%
 
31121.2%
 
35111.1%
 
39111.1%
 
Other values (249)69566.8%
 
ValueCountFrequency (%) 
010.1%
 
510.1%
 
630.3%
 
810.1%
 
910.1%
 
1010.1%
 
1150.5%
 
1210.1%
 
1360.6%
 
1410.1%
 
ValueCountFrequency (%) 
149010.1%
 
148410.1%
 
143110.1%
 
122010.1%
 
106210.1%
 
106010.1%
 
103210.1%
 
93910.1%
 
88910.1%
 
86110.1%
 

21
Real number (ℝ≥0)

HIGH CORRELATION

Distinct270
Distinct (%)26.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean105.9692308
Minimum0
Maximum1489
Zeros1
Zeros (%)0.1%
Memory size8.2 KiB
2020-10-09T17:54:23.406138image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile21
Q140.75
median62
Q3109
95-th percentile311.35
Maximum1489
Range1489
Interquartile range (IQR)68.25

Descriptive statistics

Standard deviation149.417074
Coefficient of variation (CV)1.410004328
Kurtosis31.25794439
Mean105.9692308
Median Absolute Deviation (MAD)28.5
Skewness4.899788793
Sum110208
Variance22325.462
MonotocityNot monotonic
2020-10-09T17:54:23.530142image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
53212.0%
 
38201.9%
 
45181.7%
 
41181.7%
 
34171.6%
 
43161.5%
 
57151.4%
 
59151.4%
 
30151.4%
 
49151.4%
 
44141.3%
 
42141.3%
 
33141.3%
 
32141.3%
 
27141.3%
 
40121.2%
 
35121.2%
 
56121.2%
 
25121.2%
 
28121.2%
 
39111.1%
 
65111.1%
 
63111.1%
 
62111.1%
 
52111.1%
 
Other values (245)68565.9%
 
ValueCountFrequency (%) 
010.1%
 
410.1%
 
530.3%
 
730.3%
 
1050.5%
 
1130.3%
 
1240.4%
 
1310.1%
 
1450.5%
 
1520.2%
 
ValueCountFrequency (%) 
148910.1%
 
148310.1%
 
142710.1%
 
121910.1%
 
106110.1%
 
105810.1%
 
103110.1%
 
93810.1%
 
88610.1%
 
85710.1%
 

22
Real number (ℝ≥0)

HIGH CORRELATION
UNIQUE

Distinct1040
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.006546608328
Minimum0.002038552
Maximum0.012070196
Zeros0
Zeros (%)0.0%
Memory size8.2 KiB
2020-10-09T17:54:23.663138image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/

Quantile statistics

Minimum0.002038552
5-th percentile0.0038864251
Q10.00503901
median0.0064844075
Q30.00792327325
95-th percentile0.0097541543
Maximum0.012070196
Range0.010031644
Interquartile range (IQR)0.00288426325

Descriptive statistics

Standard deviation0.001875313408
Coefficient of variation (CV)0.2864557208
Kurtosis-0.5599689089
Mean0.006546608328
Median Absolute Deviation (MAD)0.0014444175
Skewness0.278713315
Sum6.808472661
Variance3.516800376e-06
MonotocityNot monotonic
2020-10-09T17:54:23.794139image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
0.00523295910.1%
 
0.00605528410.1%
 
0.00612926310.1%
 
0.00722130510.1%
 
0.00547314910.1%
 
0.01206107910.1%
 
0.0051052810.1%
 
0.00925107810.1%
 
0.0034852910.1%
 
0.00577540610.1%
 
0.00734253410.1%
 
0.00668669710.1%
 
0.00793554510.1%
 
0.00570343310.1%
 
0.00735304710.1%
 
0.00387263210.1%
 
0.00471757610.1%
 
0.00534206310.1%
 
0.00337536110.1%
 
0.00672468710.1%
 
0.00444380710.1%
 
0.00682356310.1%
 
0.00740534510.1%
 
0.00638969110.1%
 
0.00314037610.1%
 
Other values (1015)101597.6%
 
ValueCountFrequency (%) 
0.00203855210.1%
 
0.0022106910.1%
 
0.00237275610.1%
 
0.0024143110.1%
 
0.00244169410.1%
 
0.00250754110.1%
 
0.00251406210.1%
 
0.0025491910.1%
 
0.00261515610.1%
 
0.00269061510.1%
 
ValueCountFrequency (%) 
0.01207019610.1%
 
0.01206107910.1%
 
0.01177794610.1%
 
0.01162519610.1%
 
0.01148300910.1%
 
0.01145862910.1%
 
0.01135956510.1%
 
0.01133817910.1%
 
0.01105932510.1%
 
0.0108456810.1%
 

23
Real number (ℝ≥0)

Distinct1039
Distinct (%)99.9%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.0008425290702
Minimum5.5347e-05
Maximum0.006371201
Zeros0
Zeros (%)0.0%
Memory size8.2 KiB
2020-10-09T17:54:23.922898image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/

Quantile statistics

Minimum5.5347e-05
5-th percentile0.0001595695
Q10.00040441625
median0.0006437595
Q30.000979559
95-th percentile0.00231413495
Maximum0.006371201
Range0.006315854
Interquartile range (IQR)0.00057514275

Descriptive statistics

Standard deviation0.000723069047
Coefficient of variation (CV)0.8582125799
Kurtosis7.659043126
Mean0.0008425290702
Median Absolute Deviation (MAD)0.000269338
Skewness2.364283851
Sum0.876230233
Variance5.228288467e-07
MonotocityNot monotonic
2020-10-09T17:54:24.058861image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
0.00030565620.2%
 
0.00035576910.1%
 
0.00075632810.1%
 
0.00025808210.1%
 
0.00063544510.1%
 
0.00086965910.1%
 
0.00071394510.1%
 
0.00047440410.1%
 
0.00080214310.1%
 
0.00068257210.1%
 
0.00021647810.1%
 
0.00046352710.1%
 
0.00044620210.1%
 
0.00073212810.1%
 
0.00058215910.1%
 
0.00315538310.1%
 
0.00077027310.1%
 
0.00046136510.1%
 
0.00018745810.1%
 
0.00023789210.1%
 
6.8338e-0510.1%
 
0.00032866710.1%
 
0.00018556910.1%
 
0.0005683310.1%
 
0.0008729810.1%
 
Other values (1014)101497.5%
 
ValueCountFrequency (%) 
5.5347e-0510.1%
 
5.7156e-0510.1%
 
5.8268e-0510.1%
 
5.9931e-0510.1%
 
6.4018e-0510.1%
 
6.4859e-0510.1%
 
6.5708e-0510.1%
 
6.7081e-0510.1%
 
6.7184e-0510.1%
 
6.8338e-0510.1%
 
ValueCountFrequency (%) 
0.00637120110.1%
 
0.00447493110.1%
 
0.00426412510.1%
 
0.00421718410.1%
 
0.00407483110.1%
 
0.00407184810.1%
 
0.00405318310.1%
 
0.00377878810.1%
 
0.00376756610.1%
 
0.0036631810.1%
 

24
Real number (ℝ≥0)

ZEROS

Distinct669
Distinct (%)64.3%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean27.68285577
Minimum0
Maximum88.158
Zeros119
Zeros (%)11.4%
Memory size8.2 KiB
2020-10-09T17:54:24.191901image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q18.14925
median26.501
Q343.06425
95-th percentile64.8332
Maximum88.158
Range88.158
Interquartile range (IQR)34.915

Descriptive statistics

Standard deviation20.9752942
Coefficient of variation (CV)0.7576997973
Kurtosis-0.726864967
Mean27.68285577
Median Absolute Deviation (MAD)17.572
Skewness0.3738948356
Sum28790.17
Variance439.962967
MonotocityNot monotonic
2020-10-09T17:54:24.313901image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
011911.4%
 
33.33390.9%
 
5090.9%
 
2560.6%
 
28.57160.6%
 
4060.6%
 
2060.6%
 
29.41250.5%
 
21.73950.5%
 
11.11150.5%
 
3550.5%
 
41.66740.4%
 
23.07740.4%
 
4.54540.4%
 
37.540.4%
 
52.17440.4%
 
16.66740.4%
 
18.18240.4%
 
440.4%
 
42.10540.4%
 
7.14340.4%
 
35.71430.3%
 
45.23830.3%
 
13.46230.3%
 
38.29830.3%
 
Other values (644)80777.6%
 
ValueCountFrequency (%) 
011911.4%
 
0.15910.1%
 
0.17910.1%
 
0.20610.1%
 
0.20910.1%
 
0.22510.1%
 
0.31310.1%
 
0.35110.1%
 
0.49810.1%
 
0.50810.1%
 
ValueCountFrequency (%) 
88.15810.1%
 
86.88510.1%
 
8530.3%
 
81.81810.1%
 
81.35610.1%
 
78.08210.1%
 
77.77810.1%
 
77.61210.1%
 
77.19310.1%
 
76.31610.1%
 

25
Real number (ℝ≥0)

ZEROS

Distinct13
Distinct (%)1.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1.134615385
Minimum0
Maximum12
Zeros446
Zeros (%)42.9%
Memory size8.2 KiB
2020-10-09T17:54:24.417897image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median1
Q31
95-th percentile5
Maximum12
Range12
Interquartile range (IQR)1

Descriptive statistics

Standard deviation1.614764007
Coefficient of variation (CV)1.423181836
Kurtosis8.802313626
Mean1.134615385
Median Absolute Deviation (MAD)1
Skewness2.547135226
Sum1180
Variance2.607462797
MonotocityNot monotonic
2020-10-09T17:54:24.510898image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
Histogram with fixed size bins (bins=13)
ValueCountFrequency (%) 
044642.9%
 
135133.8%
 
211511.1%
 
3393.8%
 
4323.1%
 
5272.6%
 
6151.4%
 
770.7%
 
1130.3%
 
820.2%
 
1210.1%
 
1010.1%
 
910.1%
 
ValueCountFrequency (%) 
044642.9%
 
135133.8%
 
211511.1%
 
3393.8%
 
4323.1%
 
5272.6%
 
6151.4%
 
770.7%
 
820.2%
 
910.1%
 
ValueCountFrequency (%) 
1210.1%
 
1130.3%
 
1010.1%
 
910.1%
 
820.2%
 
770.7%
 
6151.4%
 
5272.6%
 
4323.1%
 
3393.8%
 

26
Real number (ℝ≥0)

ZEROS

Distinct594
Distinct (%)57.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean12.37004231
Minimum0
Maximum69.117
Zeros446
Zeros (%)42.9%
Memory size8.2 KiB
2020-10-09T17:54:24.618898image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median5.826
Q322.2555
95-th percentile42.94765
Maximum69.117
Range69.117
Interquartile range (IQR)22.2555

Descriptive statistics

Standard deviation15.16191604
Coefficient of variation (CV)1.225696377
Kurtosis0.6176791106
Mean12.37004231
Median Absolute Deviation (MAD)5.826
Skewness1.170790407
Sum12864.844
Variance229.883698
MonotocityNot monotonic
2020-10-09T17:54:24.895902image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
044642.9%
 
25.30220.2%
 
31.69910.1%
 
21.6610.1%
 
20.45610.1%
 
25.54610.1%
 
68.4710.1%
 
14.80810.1%
 
0.98510.1%
 
4.48810.1%
 
5.90210.1%
 
15.51610.1%
 
26.0910.1%
 
8.64610.1%
 
27.67310.1%
 
22.61210.1%
 
29.32310.1%
 
56.71110.1%
 
14.43610.1%
 
8.77510.1%
 
16.62310.1%
 
10.93610.1%
 
2.33210.1%
 
30.84610.1%
 
30.70410.1%
 
Other values (569)56954.7%
 
ValueCountFrequency (%) 
044642.9%
 
0.17810.1%
 
0.18910.1%
 
0.5910.1%
 
0.61410.1%
 
0.67610.1%
 
0.68710.1%
 
0.76810.1%
 
0.98510.1%
 
1.39410.1%
 
ValueCountFrequency (%) 
69.11710.1%
 
68.4710.1%
 
63.37710.1%
 
60.29810.1%
 
60.02110.1%
 
59.73310.1%
 
58.3910.1%
 
57.47910.1%
 
56.71110.1%
 
56.69410.1%
 

27
Real number (ℝ≥0)

Distinct15
Distinct (%)1.4%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean13
Minimum1
Maximum55
Zeros0
Zeros (%)0.0%
Memory size8.2 KiB
2020-10-09T17:54:25.004899image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/

Quantile statistics

Minimum1
5-th percentile1
Q11
median3
Q323.25
95-th percentile46
Maximum55
Range54
Interquartile range (IQR)22.25

Descriptive statistics

Standard deviation15.89474523
Coefficient of variation (CV)1.22267271
Kurtosis-0.08857743198
Mean13
Median Absolute Deviation (MAD)2
Skewness1.089790389
Sum13520
Variance252.6429259
MonotocityNot monotonic
2020-10-09T17:54:25.098898image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
Histogram with fixed size bins (bins=15)
ValueCountFrequency (%) 
152050.0%
 
5787.5%
 
46525.0%
 
40525.0%
 
32525.0%
 
23525.0%
 
55262.5%
 
31262.5%
 
26262.5%
 
24262.5%
 
20262.5%
 
16262.5%
 
12262.5%
 
11262.5%
 
8262.5%
 
ValueCountFrequency (%) 
152050.0%
 
5787.5%
 
8262.5%
 
11262.5%
 
12262.5%
 
16262.5%
 
20262.5%
 
23525.0%
 
24262.5%
 
26262.5%
 
ValueCountFrequency (%) 
55262.5%
 
46525.0%
 
40525.0%
 
32525.0%
 
31262.5%
 
26262.5%
 
24262.5%
 
23525.0%
 
20262.5%
 
16262.5%
 

28
Boolean

Distinct2
Distinct (%)0.2%
Missing0
Missing (%)0.0%
Memory size8.2 KiB
1
520 
0
520 
ValueCountFrequency (%) 
152050.0%
 
052050.0%
 
2020-10-09T17:54:25.166898image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/

Interactions

2020-10-09T17:52:40.300465image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-09T17:52:40.450425image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-09T17:52:40.570425image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
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2020-10-09T17:53:55.466329image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-09T17:53:55.594332image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-09T17:53:55.727332image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-09T17:53:55.855333image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-09T17:53:55.984333image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-09T17:53:56.107332image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-09T17:53:56.237333image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-09T17:53:56.361334image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-09T17:53:56.482894image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-09T17:53:56.608894image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-09T17:53:56.727894image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-09T17:53:56.856894image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-09T17:53:56.978895image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-09T17:53:57.099894image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-09T17:53:57.221894image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-09T17:53:57.349894image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-09T17:53:57.476895image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-09T17:53:57.603894image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-09T17:53:57.733894image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-09T17:53:57.856894image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-09T17:53:57.988894image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-09T17:53:58.117894image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-09T17:53:58.240894image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-09T17:53:58.366894image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-09T17:53:58.485894image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-09T17:53:58.607894image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-09T17:53:58.735894image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-09T17:53:59.028897image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-09T17:53:59.167895image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-09T17:53:59.295894image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-09T17:53:59.432894image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-09T17:53:59.564895image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-09T17:53:59.694894image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-09T17:53:59.819449image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-09T17:53:59.953445image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-09T17:54:00.090262image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-09T17:54:00.220262image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-09T17:54:00.352259image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-09T17:54:00.476259image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-09T17:54:00.608260image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-09T17:54:00.731260image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-09T17:54:00.854259image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-09T17:54:00.983259image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-09T17:54:01.116260image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-09T17:54:01.248260image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-09T17:54:01.379259image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-09T17:54:01.512259image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-09T17:54:01.638260image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-09T17:54:01.770259image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-09T17:54:01.901818image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-09T17:54:02.032818image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-09T17:54:02.164821image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-09T17:54:02.286818image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-09T17:54:02.415818image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-09T17:54:02.545818image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-09T17:54:02.670818image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-09T17:54:02.966820image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-09T17:54:03.090818image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-09T17:54:03.215818image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-09T17:54:03.334820image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-09T17:54:03.453818image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-09T17:54:03.567818image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-09T17:54:03.687818image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-09T17:54:03.802818image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-09T17:54:03.916818image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-09T17:54:04.047818image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-09T17:54:04.160818image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-09T17:54:04.280818image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-09T17:54:04.394818image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-09T17:54:04.507818image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-09T17:54:04.620818image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-09T17:54:04.740818image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-09T17:54:04.862378image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-09T17:54:04.982378image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-09T17:54:05.114379image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-09T17:54:05.239380image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-09T17:54:05.365414image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-09T17:54:05.487377image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-09T17:54:05.604515image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-09T17:54:05.713602image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-09T17:54:05.812602image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-09T17:54:05.916564image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-09T17:54:06.026564image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-09T17:54:06.130563image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-09T17:54:06.244565image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-09T17:54:06.355563image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-09T17:54:06.639567image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-09T17:54:06.763565image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-09T17:54:06.899611image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-09T17:54:07.013601image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-09T17:54:07.129601image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-09T17:54:07.236602image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-09T17:54:07.343606image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-09T17:54:07.455606image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-09T17:54:07.561566image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-09T17:54:07.675602image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-09T17:54:07.782603image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-09T17:54:07.889604image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-09T17:54:07.999601image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-09T17:54:08.115601image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-09T17:54:08.228601image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-09T17:54:08.339606image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-09T17:54:08.454603image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-09T17:54:08.562602image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-09T17:54:08.675788image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-09T17:54:08.789784image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-09T17:54:08.899780image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-09T17:54:09.013784image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-09T17:54:09.119781image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-09T17:54:09.228781image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-09T17:54:09.341780image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-09T17:54:09.449781image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-09T17:54:09.565780image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-09T17:54:09.681782image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-09T17:54:09.804786image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-09T17:54:10.096773image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-09T17:54:10.216781image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-09T17:54:10.327782image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-09T17:54:10.446746image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-09T17:54:10.559780image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-09T17:54:10.670781image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-09T17:54:10.785784image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-09T17:54:10.895780image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-09T17:54:11.016782image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-09T17:54:11.128782image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-09T17:54:11.238780image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-09T17:54:11.349784image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-09T17:54:11.466781image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-09T17:54:11.583781image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-09T17:54:11.697786image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-09T17:54:11.816782image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-09T17:54:11.929782image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-09T17:54:12.056744image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-09T17:54:12.175745image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-09T17:54:12.290744image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-09T17:54:12.410744image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-09T17:54:12.520744image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-09T17:54:12.634744image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-09T17:54:12.751744image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-09T17:54:12.863744image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-09T17:54:12.980744image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-09T17:54:13.092744image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-09T17:54:13.209743image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-09T17:54:13.489745image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-09T17:54:13.605744image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-09T17:54:13.710744image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-09T17:54:13.822744image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-09T17:54:13.930783image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-09T17:54:14.040783image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-09T17:54:14.150553image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-09T17:54:14.252557image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-09T17:54:14.364552image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-09T17:54:14.468559image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-09T17:54:14.572553image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-09T17:54:14.677552image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-09T17:54:14.787553image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-09T17:54:14.897556image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-09T17:54:15.007556image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-09T17:54:15.121552image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-09T17:54:15.227556image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-09T17:54:15.338555image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-09T17:54:15.450553image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-09T17:54:15.558556image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-09T17:54:15.668554image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-09T17:54:15.770559image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-09T17:54:15.875552image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-09T17:54:15.987552image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/

Correlations

2020-10-09T17:54:25.271862image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/

Pearson's r

The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.

To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
2020-10-09T17:54:25.563860image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/

Spearman's ρ

The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.

To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
2020-10-09T17:54:25.855861image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/

Kendall's τ

Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.

To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
2020-10-09T17:54:26.156861image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/

Phik (φk)

Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.

Missing values

2020-10-09T17:54:16.272560image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/
2020-10-09T17:54:16.948552image/svg+xmlMatplotlib v3.3.1, https://matplotlib.org/

Sample

First rows

012345678910111213141516171819202122232425262728
011.4880.0000900.9000.7942.6998.3340.7794.5174.6096.80213.5510.9059050.11911611.130166.533164.78110.421142.229187.5761601590.0060650.0004160.00000.000231
110.7280.0000380.3530.3761.0595.8640.6422.0583.1807.1946.1750.9512850.06675817.403195.252193.28914.773159.515234.5051701690.0051810.0004032.24700.000231
211.2200.0000740.7320.6702.1968.7190.8754.3475.1667.54813.0400.9115080.10998312.212158.689164.76812.981146.445211.442143114270.0060710.00047410.65610.178231
312.5020.0001231.1561.6343.46913.5131.2735.2638.77116.77915.7890.9013020.12198211.384201.997203.47110.853182.713220.23094920.0049100.0003200.00000.000231
413.5090.0001671.7151.5395.1459.1121.0403.1024.92712.8239.3070.8569070.23683110.653211.887208.44011.499182.821225.1621171140.0047570.00038018.182113.318231
512.4700.0001261.3581.3414.07510.6961.2565.2627.0769.19915.7870.8977080.15295511.987195.952195.2224.692186.593202.81274730.0051180.00018723.21400.000231
611.5830.0000820.7680.8642.3039.0571.0703.7945.1587.67011.3810.9357170.07869513.705195.535192.3167.512177.299200.63885840.0051990.0002454.34800.000231
711.9200.0000990.9261.0312.77710.1841.1083.6504.6117.12710.9510.8985980.14751812.400196.745194.2845.979181.465201.92171700.0051370.00021533.92900.000231
812.2570.0001191.2391.5303.7168.0440.8773.4494.2397.65410.3460.8776160.21723612.831191.345185.42321.87886.139210.5231071040.0052820.00034815.15229.810231
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Last rows

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